Title Input
0 Type City
1 Search chicago
2 Place of Interests restaurant,starbucks,mcdonalds,portillo's

SHOWING RESULTS FOR INPUT:

RENT: $/SQFT

2011201220132014201520162017201820190.811.21.41.61.822.22.4
606576061460640606476061860613606256062960610606196061160617606206063460628606496062660616606226061560641606606063760608606386063960630606436062360632606056060960645606516065460653606446060760612606596065260631606566062460621606016065560646606366064260661606336060660602

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING RENT

0 1 2 3
0 Model: OLS Adj. R-squared: 0.820
1 Dependent Variable: rent AIC: -60.3735
2 Date: 2020-01-20 23:14 BIC: -34.7597
3 No. Observations: 53 Log-Likelihood: 43.187
4 Df Model: 12 F-statistic: 20.69
5 Df Residuals: 40 Prob (F-statistic): 1.83e-13
6 R-squared: 0.861 Scale: 0.015205

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 1.420817 1.075395e+00 1.321204 0.193941 -7.526377e-01 3.594271
population 0.000003 9.468642e-07 2.701136 0.010085 6.439249e-07 0.000004
density -0.000004 3.211351e-06 -1.350268 0.184521 -1.082657e-05 0.000002
violent crime -0.074230 3.253894e-02 -2.281281 0.027931 -1.399941e-01 -0.008467
property crime 0.062844 3.108772e-02 2.021499 0.049954 1.315885e-05 0.125674
MCDONALDS_count -0.016400 1.247902e-02 -1.314222 0.196258 -4.162124e-02 0.008821
PORTILLO'S_count -0.023782 1.185925e-01 -0.200532 0.842080 -2.634660e-01 0.215903
RESTAURANT_count 0.039667 5.288860e-02 0.750008 0.457639 -6.722499e-02 0.146559
STARBUCKS_count 0.015232 6.074217e-03 2.507590 0.016316 2.955197e-03 0.027508
MCDONALDS_mean -0.000149 8.677828e-05 -1.717976 0.093534 -3.244685e-04 0.000026
PORTILLO'S_mean 0.000003 1.779786e-05 0.158150 0.875134 -3.315609e-05 0.000039
RESTAURANT_mean 0.000220 8.793967e-05 2.502662 0.016513 4.235056e-05 0.000398
STARBUCKS_mean -0.000105 1.237690e-04 -0.845902 0.402640 -3.548429e-04 0.000145

SALES: $/SQFT

2010201120122013201420152016201720182019100200300400500600700
6065760614606406064760618606136062560629606106061960611606176062060634606286064960626606226061660615606416066060608606386063960630606436062360632606056060960645606546065160653606076061260659606526063160656606016064260655606466063660633

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING SALES

0 1 2 3
0 Model: OLS Adj. R-squared: 0.825
1 Dependent Variable: sales AIC: 501.9165
2 Date: 2020-01-20 23:14 BIC: 525.6888
3 No. Observations: 46 Log-Likelihood: -237.96
4 Df Model: 12 F-statistic: 18.64
5 Df Residuals: 33 Prob (F-statistic): 2.43e-11
6 R-squared: 0.871 Scale: 2540.9

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 272.561124 472.750464 0.576543 0.568160 -689.256927 1234.379175
population -0.000520 0.000433 -1.201539 0.238094 -0.001400 0.000360
density -0.000066 0.001448 -0.045733 0.963799 -0.003013 0.002881
violent crime -26.739930 16.445340 -1.625988 0.113466 -60.198226 6.718366
property crime 22.219681 15.564139 1.427620 0.162797 -9.445798 53.885160
MCDONALDS_count 4.012117 5.763582 0.696115 0.491231 -7.713980 15.738213
PORTILLO'S_count 15.089663 48.616248 0.310383 0.758222 -83.820838 114.000163
RESTAURANT_count 9.514399 22.590215 0.421173 0.676359 -36.445740 55.474538
STARBUCKS_count 7.752885 2.892835 2.680030 0.011396 1.867367 13.638403
MCDONALDS_mean -0.003967 0.043243 -0.091747 0.927454 -0.091945 0.084010
PORTILLO'S_mean -0.020493 0.007513 -2.727556 0.010142 -0.035779 -0.005207
RESTAURANT_mean 0.137786 0.039433 3.494174 0.001377 0.057559 0.218013
STARBUCKS_mean -0.038960 0.055486 -0.702160 0.487503 -0.151846 0.073926

ROI (PER YERAR: ROI = RENT*12/SALES*100)

201120122013201420152016201720182019510152025303540
6060160605606076060860609606106061160612606136061460615606166061760618606196062060622606236062560626606286062960630606316063260633606346063660638606396064060641606426064360645606466064760649606516065260653606546065560656606576065960660

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING ROI

0 1 2 3
0 Model: OLS Adj. R-squared: 0.338
1 Dependent Variable: roi AIC: 263.5539
2 Date: 2020-01-20 23:14 BIC: 287.3262
3 No. Observations: 46 Log-Likelihood: -118.78
4 Df Model: 12 F-statistic: 2.919
5 Df Residuals: 33 Prob (F-statistic): 0.00733
6 R-squared: 0.515 Scale: 14.274

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept -17.328688 35.433938 -0.489042 0.628047 -89.419577 54.762201
population 0.000014 0.000032 0.446609 0.658075 -0.000052 0.000080
density -0.000157 0.000109 -1.449019 0.156769 -0.000378 0.000064
violent crime 0.880743 1.232623 0.714527 0.479925 -1.627048 3.388534
property crime -0.608613 1.166575 -0.521709 0.605357 -2.982027 1.764801
MCDONALDS_count -0.419539 0.431996 -0.971163 0.338532 -1.298442 0.459364
PORTILLO'S_count -2.363167 3.643921 -0.648523 0.521134 -9.776779 5.050445
RESTAURANT_count 0.796495 1.693198 0.470408 0.641158 -2.648343 4.241333
STARBUCKS_count 0.147049 0.216826 0.678190 0.502379 -0.294086 0.588185
MCDONALDS_mean -0.001632 0.003241 -0.503653 0.617851 -0.008227 0.004962
PORTILLO'S_mean 0.000896 0.000563 1.590908 0.121166 -0.000250 0.002042
RESTAURANT_mean -0.005533 0.002956 -1.872148 0.070071 -0.011547 0.000480
STARBUCKS_mean 0.002128 0.004159 0.511625 0.612320 -0.006333 0.010589